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Dive into the research topics where Leena Kinnunen is active.

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Featured researches published by Leena Kinnunen.


The New England Journal of Medicine | 2014

Age-Related Clonal Hematopoiesis Associated with Adverse Outcomes

Siddhartha Jaiswal; Jason Flannick; Alisa K. Manning; Peter Grauman; Brenton G. Mar; R. Coleman Lindsley; Craig H. Mermel; Noël P. Burtt; Alejandro Chavez; John M. Higgins; Vladislav Moltchanov; Frank C. Kuo; Michael J. Kluk; Brian E. Henderson; Leena Kinnunen; Heikki A. Koistinen; Claes Ladenvall; Gad Getz; Adolfo Correa; Benjamin F. Banahan; Stacey Gabriel; Sekar Kathiresan; Heather M. Stringham; Mark I. McCarthy; Michael Boehnke; Jaakko Tuomilehto; Christopher A. Haiman; Leif Groop; Gil Atzmon; James G. Wilson

BACKGROUNDnThe incidence of hematologic cancers increases with age. These cancers are associated with recurrent somatic mutations in specific genes. We hypothesized that such mutations would be detectable in the blood of some persons who are not known to have hematologic disorders.nnnMETHODSnWe analyzed whole-exome sequencing data from DNA in the peripheral-blood cells of 17,182 persons who were unselected for hematologic phenotypes. We looked for somatic mutations by identifying previously characterized single-nucleotide variants and small insertions or deletions in 160 genes that are recurrently mutated in hematologic cancers. The presence of mutations was analyzed for an association with hematologic phenotypes, survival, and cardiovascular events.nnnRESULTSnDetectable somatic mutations were rare in persons younger than 40 years of age but rose appreciably in frequency with age. Among persons 70 to 79 years of age, 80 to 89 years of age, and 90 to 108 years of age, these clonal mutations were observed in 9.5% (219 of 2300 persons), 11.7% (37 of 317), and 18.4% (19 of 103), respectively. The majority of the variants occurred in three genes: DNMT3A, TET2, and ASXL1. The presence of a somatic mutation was associated with an increase in the risk of hematologic cancer (hazard ratio, 11.1; 95% confidence interval [CI], 3.9 to 32.6), an increase in all-cause mortality (hazard ratio, 1.4; 95% CI, 1.1 to 1.8), and increases in the risks of incident coronary heart disease (hazard ratio, 2.0; 95% CI, 1.2 to 3.4) and ischemic stroke (hazard ratio, 2.6; 95% CI, 1.4 to 4.8).nnnCONCLUSIONSnAge-related clonal hematopoiesis is a common condition that is associated with increases in the risk of hematologic cancer and in all-cause mortality, with the latter possibly due to an increased risk of cardiovascular disease. (Funded by the National Institutes of Health and others.).


PLOS Genetics | 2013

Trans-ethnic fine-mapping of lipid loci identifies population-specific signals and allelic heterogeneity that increases the trait variance explained.

Ying Wu; Lindsay L. Waite; Anne U. Jackson; Wayne H-H Sheu; Steven Buyske; Devin Absher; Donna K. Arnett; Eric Boerwinkle; Lori L. Bonnycastle; Cara L. Carty; Iona Cheng; Barbara Cochran; Damien C. Croteau-Chonka; Logan Dumitrescu; Charles B. Eaton; Nora Franceschini; Xiuqing Guo; Brian E. Henderson; Lucia A. Hindorff; Eric Kim; Leena Kinnunen; Pirjo Komulainen; Wen-Jane Lee; Loic Le Marchand; Yi-Chieh Lin; Jaana Lindström; Oddgeir Lingaas-Holmen; Sabrina L. Mitchell; Jennifer G. Robinson; Fred Schumacher

Genome-wide association studies (GWAS) have identified ∼100 loci associated with blood lipid levels, but much of the trait heritability remains unexplained, and at most loci the identities of the trait-influencing variants remain unknown. We conducted a trans-ethnic fine-mapping study at 18, 22, and 18 GWAS loci on the Metabochip for their association with triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C), respectively, in individuals of African American (nu200a=u200a6,832), East Asian (nu200a=u200a9,449), and European (nu200a=u200a10,829) ancestry. We aimed to identify the variants with strongest association at each locus, identify additional and population-specific signals, refine association signals, and assess the relative significance of previously described functional variants. Among the 58 loci, 33 exhibited evidence of association at P<1×10−4 in at least one ancestry group. Sequential conditional analyses revealed that ten, nine, and four loci in African Americans, Europeans, and East Asians, respectively, exhibited two or more signals. At these loci, accounting for all signals led to a 1.3- to 1.8-fold increase in the explained phenotypic variance compared to the strongest signals. Distinct signals across ancestry groups were identified at PCSK9 and APOA5. Trans-ethnic analyses narrowed the signals to smaller sets of variants at GCKR, PPP1R3B, ABO, LCAT, and ABCA1. Of 27 variants reported previously to have functional effects, 74% exhibited the strongest association at the respective signal. In conclusion, trans-ethnic high-density genotyping and analysis confirm the presence of allelic heterogeneity, allow the identification of population-specific variants, and limit the number of candidate SNPs for functional studies.


Diabetologia | 2012

Serum 25-hydroxyvitamin D level during early pregnancy and type 1 diabetes risk in the offspring

Maija E. Miettinen; L. Reinert; Leena Kinnunen; Valma Harjutsalo; P. Koskela; Heljä-Marja Surcel; Christel Lamberg-Allardt; Jaakko Tuomilehto

Aims/hypothesisVitamin D deficiency during the fetal period or infancy is one of the suggested environmental factors for type 1 diabetes and for its increasing incidence. To test this hypothesis we compared serum 25-hydroxyvitamin D (25(OH)D) levels during early pregnancy in mothers of children who subsequently developed type 1 diabetes (case mothers) with mothers of non-diabetic healthy children (control mothers) of the same age.MethodsChildren with type 1 diabetes were identified from the nationwide prescription register. 25(OH)D concentration was measured from serum samples collected during the first trimester of pregnancy from all Finnish women (Finnish Maternity Cohort). A total of 343 case mothers and 343 control mothers were included in the study. Samples were collected throughout the year. Samples from case and control mothers were matched on the day of collection.ResultsMean 25(OH)D levels in case mothers (43.9xa0nmol/l) and control mothers (43.7xa0nmol/l) were not different. Of all mothers, 481 (70.1%) were vitamin D-deficient or -insufficient.Conclusions/interpretationNo difference was found in serum 25(OH)D concentrations during first trimester of pregnancy between mothers whose children later on developed type 1 diabetes, and mothers of non-diabetic ‘ healthy’ children of the same age. It is difficult to detect possible effects of mothers’ vitamin D deficiency during early pregnancy on the development of type 1 diabetes in the offspring in this population, as such a large proportion of mothers were vitamin D-deficient or -insufficient.


Nature Communications | 2016

The genetic regulatory signature of type 2 diabetes in human skeletal muscle

Laura J. Scott; Michael R. Erdos; Jeroen R. Huyghe; Ryan P. Welch; Andrew T. Beck; Brooke N. Wolford; Peter S. Chines; John P. Didion; Heather M. Stringham; D. Leland Taylor; Anne U. Jackson; Swarooparani Vadlamudi; Lori L. Bonnycastle; Leena Kinnunen; Jouko Saramies; Jouko Sundvall; Ricardo D'Oliveira Albanus; Anna Kiseleva; John Hensley; Gregory E. Crawford; Hui Jiang; Xiaoquan Wen; Richard M. Watanabe; Timo A. Lakka; Karen L. Mohlke; Markku Laakso; Jaakko Tuomilehto; Heikki A. Koistinen; Michael Boehnke; Francis S. Collins

Type 2 diabetes (T2D) results from the combined effects of genetic and environmental factors on multiple tissues over time. Of the >100 variants associated with T2D and related traits in genome-wide association studies (GWAS), >90% occur in non-coding regions, suggesting a strong regulatory component to T2D risk. Here to understand how T2D status, metabolic traits and genetic variation influence gene expression, we analyse skeletal muscle biopsies from 271 well-phenotyped Finnish participants with glucose tolerance ranging from normal to newly diagnosed T2D. We perform high-depth strand-specific mRNA-sequencing and dense genotyping. Computational integration of these data with epigenome data, including ATAC-seq on skeletal muscle, and transcriptome data across diverse tissues reveals that the tissue-specific genetic regulatory architecture of skeletal muscle is highly enriched in muscle stretch/super enhancers, including some that overlap T2D GWAS variants. In one such example, T2D risk alleles residing in a muscle stretch/super enhancer are linked to increased expression and alternative splicing of muscle-specific isoforms of ANK1.


Immunogenetics | 2010

Single-nucleotide polymorphisms in the IL2RA gene are associated with age at diagnosis in late-onset Finnish type 1 diabetes subjects

Matthew W. Klinker; Jennifer J. Schiller; Victoria L. Magnuson; Tao Wang; Joel Basken; Kerry N. Veth; Kaela I. Pearce; Leena Kinnunen; Valma Harjutsalo; Xujing Wang; Jaakko Tuomilehto; Cinzia Sarti; Soumitra Ghosh

The onset of type 1 diabetes can occur at any age, with as many as half of all cases diagnosed after age 15. Despite this wide distribution in age at diagnosis, most genetic studies focus on cases diagnosed in childhood or during early adulthood. To better understand the genetics of late-onset type 1 diabetes, we collected a Finnish case/control cohort with all cases diagnosed between ages 15 and 40. We genotyped 591 probands and 1,538 control subjects at regions well established as susceptibility loci in early onset type 1 diabetes. These loci were then tested for disease association and age-at-diagnosis effects. Using logistic regression, we found that single-nucleotide polymorphisms (SNPs) at the INS, PTPN22, and IFIH1 loci were associated with late-onset disease (OR (95%CI)u2009=u20090.57(0.47–0.69), pu2009=u20092.77u2009×u200910−9; OR (95%CI)u2009=u20091.50 (1.27–1.78), pu2009=u20093.98u2009×u200910−6; and OR (95%CI)u2009=u20090.81(0.71–0.93), pu2009=u20090.0028, respectively). In contrast, a disease association was not detected for two SNPs at the IL2RA locus (rs11594656 and rs41295061). Despite this, we did find an independent age-at-diagnosis effect for each IL2RA SNP using a multivariate Cox proportional hazards model (pu2009=u20090.003, 0.002, respectively). Taken together, polymorphisms at the IL2RA locus were a major determinant of age at diagnosis in our cohort with an effect at par with the HLA-DQ2/DQ8 genotype as measured by hazard ratios. These findings suggest that the IL2RA locus controls both the susceptibility to disease and its time of occurrence. Thus, we believe the IL2/IL2R axis represents a potential therapeutic target for delaying the onset of disease.


PLOS ONE | 2014

Association of Serum 25-Hydroxyvitamin D with Lifestyle Factors and Metabolic and Cardiovascular Disease Markers: Population-Based Cross-Sectional Study (FIN-D2D)

Maija E. Miettinen; Leena Kinnunen; Jaana Leiviskä; Sirkka Keinänen-Kiukaanniemi; Eeva Korpi-Hyövälti; Leo Niskanen; Heikki Oksa; Timo Saaristo; Jaakko Tuomilehto; Mauno Vanhala; Matti Uusitupa; Markku Peltonen

Objectives Low serum 25-hydroxyvitamin D (25OHD) level has been associated with an increased risk of several chronic diseases. Our aim was to determine lifestyle and clinical factors that are associated with 25OHD level and to investigate connection of 25OHD level with metabolic and cardiovascular disease markers. Design In total, 2868 Finnish men and women aged 45–74 years participated in FIN-D2D population-based health survey in 2007. Participants that had a serum sample available (98.4%; nu200a=u200a2822) were included in this study. 25OHD was measured with chemiluminescent microparticle immunoassay method. Results The mean 25OHD level was 58.2 nmol/l in men (nu200a=u200a1348) and 57.1 nmol/l in women (nu200a=u200a1474). Mean 25OHD level was lower in the younger age groups than in the older ones (p<0.0001 both in men and women). This study confirmed that low physical activity (p<0.0001 both in men and women), smoking (pu200a=u200a0.0002 in men and pu200a=u200a0.03 in women) and high BMI (p<0.0001 in women) are factors that independently associate with low 25OHD level. Of the metabolic and cardiovascular disease markers high triglyceride concentration (pu200a=u200a0.02 in men and pu200a=u200a0.001 in women) and high apolipoprotein B/apolipoprotein A1 ratio (pu200a=u200a0.04 in men and pu200a=u200a0.03 in women) were independently associated with low 25OHD level. Conclusions Higher age did not predict lower 25OHD level in this study population of aged 45–74 years which may derive from a healthy life-style of “active pensioners”. Low physical activity and smoking came up as independent lifestyle factors associated with low 25OHD level. Defining the molecular mechanisms behind the associations of 25OHD with low physical activity and smoking are important objective in future studies. The association of 25OHD with BMI, high triglyceride concentration and apolipoprotein B/apolipoprotein A1 ratio may be related to the role of vitamin D in inflammation, but more detailed studies are needed.


Diabetologia | 2015

Maternal VDR variants rather than 25-hydroxyvitamin D concentration during early pregnancy are associated with type 1 diabetes in the offspring

Maija E. Miettinen; Melissa Smart; Leena Kinnunen; Christopher Mathews; Valma Harjutsalo; Heljä-Marja Surcel; Christel Lamberg-Allardt; Jaakko Tuomilehto; Graham A. Hitman

Aims/hypothesisWe investigated whether single nucleotide polymorphisms (SNPs) associated with 25-hydroxyvitamin D concentration in the metabolic pathway of vitamin D show different genotype distributions between Finnish families with an offspring with type 1 diabetes (cases) and families with a healthy offspring (controls).MethodsA total of 31 SNPs in eight genes were studied in case and control mothers and family members (offspring with type 1 diabetes and healthy siblings, healthy control children and fathers) (nu2009=u20092,854). The 25-hydroxyvitamin D concentration was studied in 474 case and 348 matched control mothers during pregnancy.ResultsThe genotype distributions of 13 SNPs (in the following genes: 7-dehydrocholesterol reductase NADSYN1/DHCR7, vitamin D receptor VDR, group-specific component GC and CYP27A1) that showed a nominal association with 25-hydroxyvitamin D concentration (pu2009<u20090.05) were compared between case and control families. SNPs in VDR had different genotype distributions between the case and control mothers (rs1544410, pu2009=u20090.007; rs731236, pu2009=u20090.003; rs4516035, pu2009=u20090.015), two SNPs (rs1544410 and rs731236) remaining significant after correction for multiple testing using a false discovery rate. The mean 25-hydroxyvitamin D concentrations during pregnancy did not differ between the case and control mothers.Conclusions/interpretationOur preliminary results suggest that the maternal genotypes of SNPs in VDR may influence the in utero environment and thus contribute to the early programming of type 1 diabetes in the fetus. It is possible that the effects are only relevant in the presence of vitamin D insufficiency.


Genes and Immunity | 2008

A population-specific diabetogenic haplotype HLA-A2,Cw1,B56,DR4,DQ8 is associated with high birthweight in Finnish diabetic families.

Tiina M. Järvinen; Harjutsalo; Leena Kinnunen; Maija E. Miettinen; Tuomilehto-Wolf E; Jaakko Tuomilehto

Children with type 1 diabetes (T1D) susceptibility HLA genotypes are shown to have an increased birthweight. We investigated to what extent T1D-predisposing HLA haplotypes were associated with increased birthweight. A total of 1255 Finnish children comprising those with T1D and their non-diabetic siblings were investigated. A total of 342 children and their non-diabetic parents were HLA genotyped. Birthweight data were obtained from the national Medical Birth Registry. The population-specific diabetogenic haplotype HLA-A2,Cw1,B56,DR4,DQ8 was associated with high birthweight (P=0.0280) in families with a diabetic offspring. Other T1D-predisposing HLA haplotypes showed nonsignificant tendency with high birthweight. More infants with a birthweight ⩾4000u2009g were born in families with a T1D offspring than in the general Finnish population (P=0.0139). The previously observed direct association between birthweight and T1D risk may be mediated through the modulating effects that T1D susceptibility HLA genes have on weight. High birthweight and subsequent weight gain may accelerate the ongoing pancreatic autoimmune process in genetically susceptible individuals. The high proportion of infants having a birthweight ⩾4000u2009g in families with a diabetic offspring raises a concern of potential adverse health outcomes that high birthweight can have.


PLOS ONE | 2017

Genetic determinants of serum 25-hydroxyvitamin D concentration during pregnancy and type 1 diabetes in the child

Maija E. Miettinen; Melissa Smart; Leena Kinnunen; Valma Harjutsalo; Linnea Reinert-Hartwall; Irene Ylivinkka; Heljä-Marja Surcel; Christel Lamberg-Allardt; Graham A. Hitman; Jaakko Tuomilehto

Objective The in utero environment plays an important role in shaping development and later life health of the fetus. It has been shown that maternal genetic factors in the metabolic pathway of vitamin D associate with type 1 diabetes in the child. In this study we analyzed the genetic determinants of serum 25-hydroxyvitamin D (25OHD) concentration during pregnancy in mothers whose children later developed type 1 diabetes and in control mothers. Study design 474 mothers of type 1 diabetic children and 348 mothers of non-diabetic children were included in the study. We previously selected 7 single nucleotide polymorphisms (SNPs) in four genes in the metabolic pathway of vitamin D vitamin based on our previously published data demonstrating an association between genotype and serum 25OHD concentration. In this re-analysis, possible differences in strength in the association between the SNPs and serum 25OHD concentration in mothers of type 1 diabetic and non-diabetic children were investigated. Serum 25OHD concentrations were previously shown to be similar between the mothers of type 1 diabetic and non-diabetic children and vitamin D deficiency prevalent in both groups. Results Associations between serum 25OHD concentration and 2 SNPs, one in the vitamin D receptor (VDR) gene (rs4516035) and one in the group-specific component (GC) gene (rs12512631), were stronger during pregnancy in mothers whose children later developed type 1 diabetes than in mothers whose children did not (pinteraction = 0.03, 0.02, respectively). Conclusions We show for the first time that there are differences in the strength of genetic determinants of serum 25OHD concentration during pregnancy between the mothers of type 1 diabetic and non-diabetic children. Our results emphasize that the in utero environment including maternal vitamin D metabolism should be important lines of investigation when searching for factors that lead to early programming of type 1 diabetes.


The Journal of Steroid Biochemistry and Molecular Biology | 2017

The effect of age and gender on the genetic regulation of serum 25-hydroxyvitamin D - the FIN-D2D population-based study.

Maija E. Miettinen; Melissa Smart; Leena Kinnunen; Sirkka Keinänen-Kiukaanniemi; Leena Moilanen; Hannu Puolijoki; Juha Saltevo; Heikki Oksa; Graham A. Hitman; Jaakko Tuomilehto; Markku Peltonen

In addition to sunlight and dietary sources, several genes in the metabolic pathway of vitamin D affect serum 25-hydroxyvitamin D (25OHD) concentration. It is not known whether this genetic regulation is influenced by host characteristics. We investigated the effect of age and gender on the genetic regulation of serum 25OHD concentration. In total, 2868 Finnish men and women aged 45-74 years participated in FIN-D2D population-based health survey in 2007. Of the 2822 participants that had serum 25OHD concentration available, 2757 were successfully genotyped. Age and gender-dependent association of SNPs with serum 25OHD concentration was studied in 10 SNPs with previously found association with vitamin D metabolites. Associations of 3 SNPs with serum 25OHD concentration were dependent on age with greater effects on younger (≤60u202fy) than older (>60u202fy) adults (rs10783219 in VDR, rs12512631 in GC and rs3794060 in NADSYN1/DHCR7; pinteractionu202f=u202f0.03, 0.02 and 0.01, respectively). The results suggested a novel association between serum 25OHD concentration and rs8082391 in STAT5B gene in men but not in women (pinteractionu202f=u202f0.01). After multiple testing correction with false discovery rate method, two age-dependent interactions (rs3794060 in NADSYN1/DHCR7 gene and rs12512631 in GC gene) remained statistically significant. This is the first study to suggest that genetic regulation of serum 25OHD concentration is age-dependent. Our results also indicated a novel association between serum 25OHD concentration and SNP in STAT5B gene in men. The results need to be confirmed in future studies preferably in a larger sample.

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Maija E. Miettinen

National Institute for Health and Welfare

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Heikki A. Koistinen

Minerva Foundation Institute for Medical Research

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Graham A. Hitman

Queen Mary University of London

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Lori L. Bonnycastle

National Institutes of Health

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